List: Machine Learning | Curated by Srini Karlekar

Apr 10, 2024
60 stories
Machine Learning 
In
TDS Archive
by
Eivind Kjosbakken
How to Effectively Forecast Time Series with Amazon's New Time Series Forecasting ModelLearn about the new Amazon time series model, which you can use to forecast energy usage, traffic congestion, and weather.
Apr 9, 2024
7
Apr 9, 2024
7
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TDS Archive
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Marco Peixeiro
Time-LLM: Reprogram an LLM for Time Series ForecastingDiscover the architecture of Time-LLM and apply it in a forecasting project with Python
Mar 5, 2024
3
Mar 5, 2024
3
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TDS Archive
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Amy Ma
Courage to Learn ML: Tackling Vanishing and Exploding Gradients (Part 1)Melting Away DNN’s Gradient Challenges: A Scoop of Solutions and Insights
Feb 5, 2024
1
Feb 5, 2024
1
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TDS Archive
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Naomi Kriger
Speech to Text to Speech with AI Using Python — a How-To GuideHow to Create a Speech-to-Text-to-Speech Program
Feb 11, 2024
7
Feb 11, 2024
7
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TDS Archive
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Dmitrii Eliuseev
A Weekend AI Project: Using Speech Recognition, PTT, and a Large Action Model on a Raspberry PiMaking “à la Rabbit prototype” with Python, Push-to-Talk, Local, and Cloud LLMs
Feb 3, 2024
8
Feb 3, 2024
8
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TDS Archive
by
Marco Peixeiro
Introduction to Causal Inference with Machine Learning in PythonDiscover the concepts and basic methods of causal machine learning applied in Python
Jan 24, 2024
10
Jan 24, 2024
10
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TDS Archive
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Dmitrii Eliuseev
A Weekend AI Project: Running Speech Recognition and a LLaMA-2 GPT on a Raspberry PiA fully offline use of Whisper ASR and LLaMA-2 GPT Model
Jan 20, 2024
9
Jan 20, 2024
9
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TDS Archive
by
Oliver S
Time Series Prediction with TransformersA Complete Guide to Transformers in Pytorch
Jan 16, 2024
4
Jan 16, 2024
4
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TDS Archive
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Heston Vaughan
Develop Your First AI Agent: Deep Q-LearningDive into the world of artificial intelligence — build a deep reinforcement learning gym from scratch.
Dec 15, 2023
16
Dec 15, 2023
16
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TDS Archive
by
Ivo Bernardo
PyTorch Introduction — Building your First Linear ModelLearn how to build your first PyTorch model, by using the “magical” Linear layer!
Dec 12, 2023
1
Dec 12, 2023
1
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Intro to Artificial Intelligence
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Dhanoop Karunakaran
The actor-Critic Reinforcement Learning algorithmPolicy-based and value-based RL algorithm
Sep 30, 2020
5
Sep 30, 2020
5
In
TDS Archive
by
Leonie Monigatti
Recreating Andrej Karpathy’s Weekend Project — a Movie Search EngineBuilding a movie recommender system with OpenAI embeddings and a vector database
Nov 7, 2023
5
Nov 7, 2023
5
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TDS Archive
by
Marco Peixeiro
TimeGPT: The First Foundation Model for Time Series ForecastingExplore the first generative pre-trained forecasting model and apply it in a project with Python
Oct 24, 2023
23
Oct 24, 2023
23
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TDS Archive
by
Mariya Mansurova
Interpreting Random ForestsComprehensive guide on Random Forest algorithms and how to interpret them
Oct 8, 2023
5
Oct 8, 2023
5
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TDS Archive
by
Aishwarya Srinivasan
Leveraging Machine Learning to predict wildfires: Contributing to the United Nation’s Sustainable…TLDR: One of the major roadblocks faced by the United Nations to keep their Sustainable Development Goals on track is to combat the…
Dec 14, 2020
1
Dec 14, 2020
1
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TDS Archive
by
Callum Bruce
How to Program a Neural NetworkA step-by-step guide to implementing a neural network from scratch
Sep 23, 2023
6
Sep 23, 2023
6
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The Startup
by
Nitin Sharma
Sick of ChatGPT and Bard? Here Are New AI Tools That Will Blow Your MindI bet that all these tools will leave you stunned.
Sep 8, 2023
14
Sep 8, 2023
14
In
TDS Archive
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Maxime Labonne
Quantize Llama models with GGUF and llama.cppGGML vs. GPTQ vs. NF4
Sep 4, 2023
5
Sep 4, 2023
5
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TDS Archive
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Gustavo R Santos
Analyzing Geospatial Data with Python (Part 2 — Hypothesis Test)Learning about Geospatial Hypothesis test for Asheville’s AirBnb listings.
Aug 31, 2023
Aug 31, 2023